This study uses pooled whole genome re-sequencing (poolseq) for 23 populations of eelgrass (Zostera marina) in North America, with a focus on Atlantic Canada. The goal of this study was to investigate population structure and environmental adaptation for this ecologically important species, to support management and marine conservation initiatives.